Transfer Learning

Paper Group AWR 92

Paper Group AWR 92

July 29, 2019

Visual Attribute Transfer through Deep Image Analogy. Fader Networks: Manipulating Images by Sliding Attributes. ZOOpt: Toolbox for Derivative-Free Optimization. Simplified Gating in Long Short-term Memory (LSTM) Recurrent Neural Networks. Molecular De Novo Design through Deep Reinforcement Learning. Towards Faster Training of Global Covariance Poo …
Paper Group AWR 97

Paper Group AWR 97

July 29, 2019

The low-rank hurdle model. Efficient Natural Language Response Suggestion for Smart Reply. Semantic Preserving Embeddings for Generalized Graphs. Deep Complex Networks. Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach. Efficient Parallel Translating Embedding For Knowledge Graphs. Benchmarking Single Image Dehazing and Bey …
Paper Group ANR 161

Paper Group ANR 161

July 28, 2019

A Novel Transfer Learning Approach upon Hindi, Arabic, and Bangla Numerals using Convolutional Neural Networks. HPSLPred: An Ensemble Multi-label Classifier for Human Protein Subcellular Location Prediction with Imbalanced Source. Dynamic Clustering Algorithms via Small-Variance Analysis of Markov Chain Mixture Models. Minimally Naturalistic Artifi …
Paper Group ANR 162

Paper Group ANR 162

July 28, 2019

Structured Light Phase Measuring Profilometry Pattern Design for Binary Spatial Light Modulators. Human Action Forecasting by Learning Task Grammars. Analyzing Approximate Value Iteration Algorithms. Towards an Arabic-English Machine-Translation Based on Semantic Web. Exposing Computer Generated Images by Using Deep Convolutional Neural Networks. P …
Paper Group ANR 173

Paper Group ANR 173

July 28, 2019

Adversarial Dropout Regularization. A Visual Representation of Wittgenstein’s Tractatus Logico-Philosophicus. JADE: Joint Autoencoders for Dis-Entanglement. Leveraging Distributional Semantics for Multi-Label Learning. Improving Classification by Improving Labelling: Introducing Probabilistic Multi-Label Object Interaction Recognition. Unsupervised …
Paper Group ANR 174

Paper Group ANR 174

July 28, 2019

Practical Learning of Predictive State Representations. Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks. Expectation maximization transfer learning and its application for bionic hand prostheses. Data-driven Optimal Cost Selection for Distributionally Robust Optimization. IDK Cascades: Fast Deep Learn …
Paper Group ANR 177

Paper Group ANR 177

July 28, 2019

Existence versus Exploitation: The Opacity of Backbones and Backdoors Under a Weak Assumption. Lexical representation explains cortical entrainment during speech comprehension. Learning Neural Networks with Two Nonlinear Layers in Polynomial Time. Multi-Label Zero-Shot Human Action Recognition via Joint Latent Ranking Embedding. Concentration Bound …
Paper Group ANR 180

Paper Group ANR 180

July 28, 2019

VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization. Handwritten digit string recognition by combination of residual network and RNN-CTC. Evaluating Social Networks Using Task-Focused Network Inference. Learning to Attend, Copy, and Generate for Session-Based Query Suggestion. Enriched Deep Recurrent Visual Attention Model for …
Paper Group ANR 182

Paper Group ANR 182

July 28, 2019

Improving Gravitational Search Algorithm Performance with Artificial Bee Colony Algorithm for Constrained Numerical Optimization. Fully Convolutional Networks for Diabetic Foot Ulcer Segmentation. Multi-stage Suture Detection for Robot Assisted Anastomosis based on Deep Learning. Mining Functional Modules by Multiview-NMF of Phenome-Genome Associat …
Paper Group ANR 183

Paper Group ANR 183

July 28, 2019

Manifold-valued Image Generation with Wasserstein Generative Adversarial Nets. Estimating Mutual Information for Discrete-Continuous Mixtures. Exact Inference for Relational Graphical Models with Interpreted Functions: Lifted Probabilistic Inference Modulo Theories. View Independent Vehicle Make, Model and Color Recognition Using Convolutional Neur …
Paper Group ANR 187

Paper Group ANR 187

July 28, 2019

Vehicle Tracking in Wide Area Motion Imagery via Stochastic Progressive Association Across Multiple Frames (SPAAM). Attribution Modeling Increases Efficiency of Bidding in Display Advertising. On the Development of Intelligent Agents for MOBA Games. Predicting Cognitive Decline with Deep Learning of Brain Metabolism and Amyloid Imaging. Generative …
Paper Group ANR 189

Paper Group ANR 189

July 28, 2019

Algorithms and Architecture for Real-time Recommendations at News UK. Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions. On the Performance of Forecasting Models in the Presence of Input Uncertainty. Feature Studies to Inform the Classification of Depressive Symptoms from Twitter Data for Population Health. Re …
Paper Group ANR 195

Paper Group ANR 195

July 28, 2019

Nearly-tight VC-dimension and pseudodimension bounds for piecewise linear neural networks. Fuzzy Clustering Data Given on the Ordinal Scale Based on Membership and Likelihood Functions Sharing. LIDAR-based Driving Path Generation Using Fully Convolutional Neural Networks. Why You Should Charge Your Friends for Borrowing Your Stuff. Greedy Sampling …
Paper Group ANR 199

Paper Group ANR 199

July 28, 2019

PointFusion: Deep Sensor Fusion for 3D Bounding Box Estimation. Zoom-in-Net: Deep Mining Lesions for Diabetic Retinopathy Detection. Bootstrapping Labelled Dataset Construction for Cow Tracking and Behavior Analysis. Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery. Do Neural Nets Learn Statistical Laws behind Natura …
Paper Group ANR 202

Paper Group ANR 202

July 28, 2019

When Is the First Spurious Variable Selected by Sequential Regression Procedures?. Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data. Solving the Goddard problem by an influence diagram. Stochastic gradient descent performs variational inference, converges to limit cycles for deep networks. An Investigation into the Pe …
Paper Group ANR 204

Paper Group ANR 204

July 28, 2019

Understanding the Mechanisms of Deep Transfer Learning for Medical Images. Study of Clear Sky Models for Singapore. Personalized and Occupational-aware Age Progression by Generative Adversarial Networks. A Maximum Matching Algorithm for Basis Selection in Spectral Learning. Neural Speed Reading via Skim-RNN. Discriminative Bimodal Networks for Visu …
Paper Group ANR 210

Paper Group ANR 210

July 28, 2019

Mining relevant interval rules. Alternating minimization for dictionary learning: Local Convergence Guarantees. Transforming Musical Signals through a Genre Classifying Convolutional Neural Network. Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks. Augmenting End-to-End Dialog Systems with Commonsense Knowledge …
Paper Group ANR 211

Paper Group ANR 211

July 28, 2019

An Attention-Based Deep Net for Learning to Rank. Image Segmentation of Multi-Shaped Overlapping Objects. Topology Analysis of International Networks Based on Debates in the United Nations. Kernel Scaling for Manifold Learning and Classification. Batch Reinforcement Learning on the Industrial Benchmark: First Experiences. Long-Term Ensemble Learnin …
Paper Group ANR 217

Paper Group ANR 217

July 28, 2019

Taming Non-stationary Bandits: A Bayesian Approach. The Causality/Repair Connection in Databases: Causality-Programs. Algorithmic infeasibility of community detection in higher-order networks. Learning Local Receptive Fields and their Weight Sharing Scheme on Graphs. Data preprocessing methods for robust Fourier ptychographic microscopy. On Reject …
Paper Group ANR 219

Paper Group ANR 219

July 28, 2019

Refining Raw Sentence Representations for Textual Entailment Recognition via Attention. Transferring Autonomous Driving Knowledge on Simulated and Real Intersections. Robust Locally-Linear Controllable Embedding. Anisotropic Diffusion-based Kernel Matrix Model for Face Liveness Detection. Deep Learning and Model Predictive Control for Self-Tuning M …
Paper Group ANR 222

Paper Group ANR 222

July 28, 2019

Low Precision RNNs: Quantizing RNNs Without Losing Accuracy. Learning to Imagine Manipulation Goals for Robot Task Planning. Why my photos look sideways or upside down? Detecting Canonical Orientation of Images using Convolutional Neural Networks. Modeling Retinal Ganglion Cell Population Activity with Restricted Boltzmann Machines. Attribute-contr …
Paper Group ANR 226

Paper Group ANR 226

July 28, 2019

LCDet: Low-Complexity Fully-Convolutional Neural Networks for Object Detection in Embedded Systems. Aggregating incoherent agents who disagree. Can CNN Construct Highly Accurate Models Efficiently for High-Dimensional Problems in Complex Product Designs?. Machine Learning and Social Robotics for Detecting Early Signs of Dementia. Une mesure d’exper …
Paper Group ANR 227

Paper Group ANR 227

July 28, 2019

An Analog Neural Network Computing Engine using CMOS-Compatible Charge-Trap-Transistor (CTT). Inverse Reward Design. A Saak Transform Approach to Efficient, Scalable and Robust Handwritten Digits Recognition. Improving a Multi-Source Neural Machine Translation Model with Corpus Extension for Low-Resource Languages. Extracting Formal Models from Nor …
Paper Group ANR 228

Paper Group ANR 228

July 28, 2019

Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. Counterfactual Language Model Adaptation for Suggesting Phrases. Synthetic Database for Evaluation of General, Fundamental Biometric Principles. License Plate Detection and Recognition Using Deeply Learned Convolutional Neural Networks. An Optimal Online Method o …
Paper Group ANR 234

Paper Group ANR 234

July 28, 2019

Novel Structured Low-rank algorithm to recover spatially smooth exponential image time series. Transfer learning from synthetic to real images using variational autoencoders for robotic applications. Learning body-affordances to simplify action spaces. A Paradigm Shift: Detecting Human Rights Violations Through Web Images. Latent Embeddings for Col …
Paper Group ANR 235

Paper Group ANR 235

July 28, 2019

Learning Graphical Games from Behavioral Data: Sufficient and Necessary Conditions. Temporal Non-Volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition. Supervised Complementary Entity Recognition with Augmented Key-value Pairs of Knowledge. Flexible Prior Distributions for Deep Generative Models. Aerial Spectral Su …
Paper Group ANR 239

Paper Group ANR 239

July 28, 2019

Intelligent Subset Selection of Power Generators for Economic Dispatch. 4d isip: 4d implicit surface interest point detection. Representation Stability as a Regularizer for Improved Text Analytics Transfer Learning. Isomorphism between Differential and Moment Invariants under Affine Transform. Using Global Constraints and Reranking to Improve Cogna …
Paper Group ANR 244

Paper Group ANR 244

July 28, 2019

Revisiting revisits in trajectory recommendation. Gaussian-Dirichlet Posterior Dominance in Sequential Learning. Visual aesthetic analysis using deep neural network: model and techniques to increase accuracy without transfer learning. Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation. Artificial Intelligence and Economic Theori …